She found the letter tucked within a copy of *Wuthering Heights*. Amelia had always known her mother regretted something, a vague shadow that hung over their quiet life. The letter, typed but filled with scribbled edits, was a scathing critique of a teaching position her mother had held briefly before Amelia was born. It spoke of stifled creativity, bureaucratic constraints, and a longing for something more.

Her fingers traced the blurred ink of the corrections. Amelia had relentlessly pursued a career as a public servant, always emphasizing stability and practicality. The path her mother had yearned to take, she had never considered.

A chill ran down her spine. The manuscript slipped from her grasp and landed with a soft thud on the floor. Amelia knelt and picked it up. She felt a profound and sudden need to understand her mother, a yearning so sharp it ached.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the remorseful vector is projected through the unembedding matrix.

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285